Rocky Branch is a stream located in Robertson County, Texas. It appears on the Wheelock USGS 7.5-minute topographic quadrangle. The elevation at this location is approximately 388.31 feet (118.36 m) above sea level. The nearest populated place is Franklin, approximately 4.3 miles to the NW.